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logesh KumarLK
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logesh Kumar

@logeshkumar

AI Engineer at Infiniti Software Solutions building multi-agent systems and RAG platforms, including a knowledge assistant with 97% answer accuracy.

India
Message

At Infiniti Software Solutions, I architected a multi-tenant RAG platform with project-level knowledge segregation and access controls. Its document pipeline combines BM25, embeddings, and cross-encoder reranking, achieving 97% answer accuracy.

I designed AWS Bedrock agents for airline disruption workflows, including rebooking recommendations and compensation eligibility checks. These services brought retrieval, reasoning, and workflow orchestration together to support disruption resolution.

I also built a distributed-system debugging agent with Google ADK that correlated logs across microservices. It reduced incident investigation and debugging time from 2–3 hours to under 30 minutes.

For backend workloads, I engineered Celery and RabbitMQ pipelines handling 1M+ records per batch and reduced API response latency by 60%. I’ve also mentored junior engineers and conducted workshops on Docker and RabbitMQ.

Experience

Work history, roles, and key accomplishments

IS
Current

Software Engineer

Infiniti Software Solutions

Sep 2022 - Present (4 years 2 months)

Architected a multi-tenant RAG platform with hybrid retrieval and RBAC, achieving 97% answer accuracy. Built AI agents using AWS Bedrock for flight disruption handling and developed a debugging agent that reduced incident investigation time from 2-3 hours to under 30 minutes.

Education

Degrees, certifications, and relevant coursework

SRM Institute of Science and Technology logoST

SRM Institute of Science and Technology

Master of Computer Applications, Computer Applications

2023 - 2025

Pursued a Master of Computer Applications degree from SRM Institute of Science and Technology from 2023 to 2025.

AC

Achariya Arts and Science College

Bachelor of Science, Computer Science

2019 - 2022

Completed a Bachelor of Computer Science degree from Achariya Arts and Science College from 2019 to 2022.

Amazon Web Services logoAS

Amazon Web Services

AWS Certified Cloud Practitioner, Cloud Computing

Earned the AWS Certified Cloud Practitioner certification.

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